Abacus.AI vs Espresso AI
Abacus.AI vs Espresso AI, compared side by side on 22 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Abacus.AI is on 65/100 and Espresso AI on 56/100.
Where each one leads
Abacus.AI
- our overall score: 65/100 against 56/100
- domain rating: 72/100 against 39/100
- headcount: 259 against 16
- funding raised: $90.3M against $11.0M
- LinkedIn following: 194,723 against 1,738
Espresso AI
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Abacus.AI | Espresso AI |
|---|---|---|
| What it is | An enterprise AI platform for building and deploying generative AI applications and machine learning models. | Optimizes Snowflake queries using LLMs to reduce cloud compute costs. |
| Category | AI Foundation & Compute, MLOps & DevInfra, AI Tools & Apps, Generative AI | AI Foundation & Compute, Large Language Model, Generative AI, AI Tools & Apps |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2019 | 2023 |
| Headquarters | San Francisco, United States | New York, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Abacus.AI | Espresso AI |
|---|---|---|
| Employees | 259 | 16 |
| Headcount growthLast 12 months | +135.1% | Not published |
| Total funding | $90.3M | $11.0M |
| Latest round | Series C | Seed |
| Valuation | $322M | $110M |
| LinkedIn followers | 194,723 | 1,738 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Abacus.AI | Espresso AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 65/100 | 56/100 |
| Traction | 60/100 | 48/100 |
| Team | 70/100 | 70/100 |
| Community | 18/100 | Not published |
| Search visibility | 49/100 | 37/100 |
| Quality | 68/100 | 62/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (44/100) | D (44/100) |
| Domain ratingLink authority, 0-100 | 72/100 | 39/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Abacus.AI | Espresso AI |
|---|---|---|
| Hosting | AWS | Not detected |
| CDN | CloudFront | Cloudflare |
| CMS | Not detected | Webflow |
| Frameworks | Jquery | Jquery |
| Analytics | Google Analytics 4 | Google Tag Manager, Hotjar, Linkedin Insight |
What users say
| Measure | Abacus.AI | Espresso AI |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 4.0/5 from 1 vote | Not published |
| Reddit sentimentThreads we track | 1 positive, 4 negative across 6 threads | Not published |
“Recently tried Abacus AI (ChatLLM) out of curiosity, and honestly… it made me rethink how I use AI tools. From what I understand, ChatLLM is not just a single model like ChatGPT, it gives access to multiple models in one place (GPT, Claude,”r/abacusai
Abacus.AI vs Espresso AI: common questions
Which is better, Abacus.AI or Espresso AI?
On our 0-100 score Abacus.AI rates higher (65/100 against 56/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 22 data points above: read the rows that match what you are buying for.
How do Abacus.AI and Espresso AI compare on the numbers?
Abacus.AI leads on our overall score (65/100 against 56/100), domain rating (72/100 against 39/100), headcount (259 against 16), funding raised ($90.3M against $11.0M), LinkedIn following (194,723 against 1,738).
What do real users say about Abacus.AI and Espresso AI?
Abacus.AI: 1 positive and 4 negative mentions across 6 Reddit threads we track, mostly in r/abacusai.
Read the full Abacus.AI review and pricing or the Espresso AI review and pricing. You can also browse other Abacus.AI alternatives we track.

